Exposure to Per- and Polyfluoroalkyl Substances and Abnormal Glycometabolism in Healthy Elderly: Multiomics Evidence from the China BAPE Study

Mounting evidence suggests that per- and polyfluoroalkyl substances (PFASs), are key drivers of glycometabolism disorders. However, the extent to which this association persists in the elderly population, as well as the underlying mechanisms involved, remains insufficiently characterized. This study aimed to comprehensively investigate associations between PFASs exposure and glycometabolic markers in the healthy elderly using integrated multiomics approach, elucidating underlying biological mechanisms. A panel study was conducted among 76 healthy elderly aged 60-69 years living in Jinan City, China, with five consecutive monthly surveys. Blood concentrations of nine PFASs and five glycometabolic markers were measured. Associations between both individual and combined exposures to PFASs and glycometabolic markers were investigated through a linear mixed-effects model (LMM) and Bayesian kernel machine regression (BKMR). Integrated multiomics analysis delineated mechanisms by which PFASs exposure disrupts glycometabolism. We observed that a single exposure to perfluorobutanoic acid (PFBA) was significantly associated with increases in all five glycometabolic markers. Exposure to perfluorodecanoic acid (PFDA) and perfluorohexanesulfonic acid (PFHxS) was associated with increases in fasting plasma glucose (FPG) and glycated serum protein (GSP), while PFHxS was additionally associated with the triglyceride-glucose index (TyG). Furthermore, the BKMR model further indicated a synergistic and positive association between PFAS mixtures and these markers. Multiomics analyses identified 48 canonical pathways potentially mediating these metabolic disruptions. These findings highlight the need to prioritize reduction of PFASs exposure as a public health strategy for preventing and managing type 2 diabetes mellitus (T2D), particularly in aging populations worldwide.

Authors

Institutions

Publication Details

Journal
Environmental Science & Technology
Published
2026-01-27
DOI
https://doi.org/10.1021/acs.est.5c12999
Primary Topic
Per- and polyfluoroalkyl substances research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exposure to Per- and Polyfluoroalkyl Substances and Abnormal Glycometabolism in Healthy Elderly: Multiomics Evidence from the China BAPE Study

Chenlong Li, Yibo Xu, Yongjun Situ, Jiran Zhang et al.
Environmental Science & Technology
Per- and polyfluoroalkyl substances research
article

Exposure to Per- and Polyfluoroalkyl Substances and Abnormal Glycometabolism in Healthy Elderly: Multiomics Evidence from the China BAPE Study

Chenlong Li, Yibo Xu, Yongjun Situ, Jiran Zhang, Xiaobo Lu, Chenglei Qi, Kangning Cao, Shilu Tong, Peijie Sun, Enmin Ding, Xiao Ma, Xiaojie Guo, Song Tang, Jiankun Qian, Huimin Ren, Xiaoming Shi, Chenfeng Li
article en

Abstract

Mounting evidence suggests that per- and polyfluoroalkyl substances (PFASs), are key drivers of glycometabolism disorders. However, the extent to which this association persists in the elderly population, as well as the underlying mechanisms involved, remains insufficiently characterized. This study aimed to comprehensively investigate associations between PFASs exposure and glycometabolic markers in the healthy elderly using integrated multiomics approach, elucidating underlying biological mechanisms. A panel study was conducted among 76 healthy elderly aged 60-69 years living in Jinan City, China, with five consecutive monthly surveys. Blood concentrations of nine PFASs and five glycometabolic markers were measured. Associations between both individual and combined exposures to PFASs and glycometabolic markers were investigated through a linear mixed-effects model (LMM) and Bayesian kernel machine regression (BKMR). Integrated multiomics analysis delineated mechanisms by which PFASs exposure disrupts glycometabolism. We observed that a single exposure to perfluorobutanoic acid (PFBA) was significantly associated with increases in all five glycometabolic markers. Exposure to perfluorodecanoic acid (PFDA) and perfluorohexanesulfonic acid (PFHxS) was associated with increases in fasting plasma glucose (FPG) and glycated serum protein (GSP), while PFHxS was additionally associated with the triglyceride-glucose index (TyG). Furthermore, the BKMR model further indicated a synergistic and positive association between PFAS mixtures and these markers. Multiomics analyses identified 48 canonical pathways potentially mediating these metabolic disruptions. These findings highlight the need to prioritize reduction of PFASs exposure as a public health strategy for preventing and managing type 2 diabetes mellitus (T2D), particularly in aging populations worldwide.

Environmental Science & TechnologyVol. 60(5)
Shandong University (CN), Queensland University of Technology (AU), Chinese Center For Disease Control and Prevention (CN), Anhui Medical University (CN), Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Peking Union Medical College Hospital (CN), Center for Global Health (US), Taiwan Centers for Disease Control (TW), National Institute for Communicable Disease Control and Prevention (CN), Southern Medical University (CN), Nanjing Medical University (CN)
Good health and well-being
Openalex Percentile: Top 78%
Per- and polyfluoroalkyl substances research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.